Paper Citation Record · LEDGER

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents

As of 21 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2606.04815.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.04815 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:05:18.137509Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:34:39.212287Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

22 of 22 outbound references displayed

verified exact9
verified fuzzy0
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch5

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 41920523-f333-49f8-a2ec-44f45daac396 · outbound

This paper cites Building self-evolving agents via experience-driven lifelong learning: A framework and benchmark.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Building self-evolving agents via experience-driven lifelong learning: A framework and benchmark

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:44.861115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8c24feba-2ef7-4ffb-bed7-177fef257741 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:06:44.856509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1adc9c63-776c-4adf-b38e-71cab9371c83 · outbound

This paper cites A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:06:44.870646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a998b8c0-8123-460e-b620-d76e94c55c01 · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:06:44.863802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 47ffbfdb-6155-46f9-8455-e3bae5031e17 · outbound

This paper cites MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:44.867161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d34ac03-4247-45b3-b61a-c08b550570d1 · outbound

This paper cites Narasimhan, and Shunyu Yao.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Narasimhan, and Shunyu Yao

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T07:05:18.137509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e266dcc-57e7-4ac6-ba51-27af320e1ac0 · outbound

This paper cites an unresolved cited work.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T07:05:18.137509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81133be-657e-44da-8f5d-969e51055bfe · outbound

This paper cites Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T07:05:18.137509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 962268a2-a2a0-40a3-9e90-89c79fc6a334 · outbound

This paper cites ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T07:06:44.874024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 177b6b38-0bbb-4d7f-8091-982a72036112 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Proximal Policy Optimization Algorithms

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:06:44.885182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c1f0806-8730-457e-b042-e33f22f23b59 · outbound

This paper cites Reflexion: language agents with verbal reinforcement learning.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Reflexion: language agents with verbal reinforcement learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T07:05:18.137509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60076275-16b2-4e97-8d1d-8768c07f99a7 · outbound

This paper cites 12 ICALK Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents 12 ICALK Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T07:05:18.137509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 164cbb6c-1fb6-49fa-93af-d96f751fac7b · outbound

This paper cites Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:44.891917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 72f758a7-06b8-4620-b42f-21e39adf2d7d · outbound

This paper cites Agent kb: Leveraging cross-domain experience for agentic problem solving.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Agent kb: Leveraging cross-domain experience for agentic problem solving

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:44.894867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af6f7b5e-44ed-465c-b3f5-206165db217c · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:06:44.900614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c491063-bbf8-429f-95c4-3d3a84d5a927 · outbound

This paper cites Self- consistency improves chain of thought reasoning in language models.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Self- consistency improves chain of thought reasoning in language models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T07:05:18.137509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc6d142-6dd5-4480-b5de-da321ba53b2d · outbound

This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T07:06:44.882126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1ed490d7-7983-4769-addd-91c73637ed0a · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T07:06:44.897765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d7098c18-415c-4b1c-a40a-1ee693835529 · outbound

This paper cites Scaling Relationship on Learning Mathematical Reasoning with Large Language Models.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Scaling Relationship on Learning Mathematical Reasoning with Large Language Models

Reference 23

Resolution: malformed identifier; local_arxiv, observed 2026-06-28T07:11:44.783941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68135c1e-bb52-4b5d-a59d-e275a884ae8f · outbound

This paper cites LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:06:44.878043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f6946181-72b0-49d7-86e2-2964cfb6dafc · outbound

This paper cites Longtao Zheng, Rundong Wang, Xinrun Wang, and Bo An.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Longtao Zheng, Rundong Wang, Xinrun Wang, and Bo An

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T07:05:18.137509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6023b4d-74d7-4b0e-ac19-de7a7c377f6d · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T07:06:44.889022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 8f7aa493-0411-4fa4-aa20-6756ffd5fbf7 · inbound

PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning cites this paper.

PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents

Reference 66

Resolution: metadata mismatch; local_arxiv, observed 2026-08-01T07:39:17.457236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.